Deep Active Learning for Named Entity Recognition

Yanyao Shen, Hyokun Yun, Zachary C. Lipton +2

Deep learning has yielded state-of-the-art performance on many natural language processing tasks including named entity recognition (NER). However, this typically requires large am…